Fold 0 - Understanding why coefficient 4 was selected
Tag: NURSERY
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name: Baby & Toddler
Products with this tag: 5
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 4 | 1.012658 | 4 | 4 (4) | Baby & Toddler | Yes |
| 162 | 1.037975 | 4.2 | 2.4 (2*79 + 4) | Baby & Toddler > Baby Gift Sets | No |
| -7193 | 4.000000 | -4.12.1 | -1.12.4 (-(6241 + 12*79 + 4)) | No |
These are the training products that have the "NURSERY" tag (processing sequence 2716). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 18714 | Blanket & Lovey Gift Set - Bunny | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 10919 | Be Happy Dinosaur | 4 | Baby & Toddler | none | 0 | none | |
| 18728 | Pink Floral Crib Sheet | 4 | Baby & Toddler | none | 0 | BABY | |
| 18831 | Pink Crib Sheet | 4 | Baby & Toddler | none | 0 | none | |
| 12234 | Designer Minky Blanket - Little Man | -7193 | DESIGNER MINKY, MADE TO ORDER BLANKET | -7197 | BABY |